ResearchBenchmarksInformation Retrieval on LoCoMoFollow76.7R@5SelRoute22.380836.482950.58564.6871Mar 20, 2026Mar 22, 2026Mar 24, 2026Mar 26, 2026Mar 28, 2026Mar 30, 2026Apr 2, 2026Evaluation ResultsMethodMethodLinksR@5N@5SelRouteDomain=Long-form conve...Domain=Long-form conversation, n=1,986, Best Model=FTS52026.0476.7—All-Mem2026.0346.6341.02Mem02026.0338.7432.13LightMem2026.0337.0435.78HippoRAG 22026.0334.9533.19A-Mem2026.0331.9428.75Naive RAG2026.0328.0826.16MemGPT2026.0324.4721.04